MCP Server Quality Scores

Independent quality analysis of 64126 public MCP servers

64126
Discovered
30343
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
201
OwlTing
OwlPay MCP Server Claim
Enables LLMs to search and retrieve OwlPay documentation directly through natur…
A 85 66 84 100 94 45 81 94
202
clm-cloud-solutions
AI-powered infrastructure monitoring — health, incidents, predictions, RCA, dep…
A 85 54 94 71 N/A 62 92 99
203
wlmwwx
Provides access to Jina AI's suite of web tools including URL reading, web/imag…
A 85 66 84 92 100 41 81 100
204
nhatvu148
Transcribes videos from 1000+ platforms (YouTube, TikTok, Vimeo, etc.) and loca…
A 85 55 90 100 N/A 42 95 85
205
ilhamfp
pasal Claim 1
Pasal.id - The first open, AI-native Indonesian legal platform. MCP server + RE…
A 85 66 94 86 91 50 82 94
206
Hydrata
Run ANUGA flood simulations, track progress, and retrieve results on Hydrata Cl…
A 85 66 90 84 99 47 81 100
207
IBM
Physics MCP Server Claim
Provides 55 specialized tools for precise physics calculations and rigid-body s…
A 85 66 84 86 94 69 82 89
208
enharper
Connects to the Tentahead API to facilitate campsite searching and group trip p…
A 85 66 100 78 97 50 81 94
209
toolprint
hypertool-mcp Claim
Dynamically expose tools from proxied servers based on an Agent Persona
A 85 54 96 58 N/A 78 94 100
210
blocklens
Bitcoin on-chain analytics — 109 metrics: MVRV, SOPR, NUPL, HODL Waves, CDD, cy…
A 85 64 100 82 92 39 83 98
211
zhijiew
Provides web content extraction, search capabilities (web, arXiv, SSRN, images)…
A 85 66 84 92 100 42 81 100
212
IDEA-Research
DINO-X-MCP Claim 1
Official DINO-X Model Context Protocol (MCP) server that empowers LLMs with rea…
A 85 66 96 100 81 51 81 92
213
liao1fan
Schedule Task MCP Claim
Enables creation and management of scheduled tasks with interval, cron, or one-…
A 85 55 88 100 N/A 48 95 82
214
niledatabase
nile-mcp-server Claim 1
Manage and query Postgres databases, tenants, users, auth using LLMs
A 85 54 94 73 N/A 65 89 98
215
Ompragash
Provides access to Jina's web search, content extraction, image search, and AI-…
A 85 66 84 92 100 42 81 100
216
pijusz
mcp-gads Claim
Google Ads MCP server — query campaigns, keywords, assets & more via natural la…
B 84 44 76 N/A N/A 70 95 94
217
Vigile-ai
vigile-mcp Claim
Query trust scores for MCP servers and agent skills. Check if a tool is safe.
B 84 54 76 75 N/A 82 92 100
218
stippi
Coding agent with basic list, read, replace_in_file, write, execute_command and…
B 84 54 90 68 N/A 73 90 98
219
heroku
Heroku MCP server Claim 2
Let's your agent access the heroku platform
B 84 55 80 100 90 94 55
220
terranode-co
MCP server for spatial queries via the Terranode Geospatial API, enabling AI ag…
B 84 44 90 55 83 99
221
2511319
Context7 MCP Claim 1
Provides LLMs with up-to-date, version-specific documentation and code examples…
B 84 66 78 100 93 49 82 91
222
grossiweb
Your agent shouldn't have to guess which model or tool to use. ToolRoute does …
B 84 66 96 68 97 55 81 95
223
jx-codes
Enables LLMs to interact with MCP servers by writing TypeScript/JavaScript code…
B 84 55 90 100 N/A 28 95 91
224
meysam81
Lightweight DMARC parser: auto-fetch email reports, visualize compliance in a s…
B 84 54 84 66 N/A 85 90 99
225
democratize-technology
Vikunja MCP Server Claim
Enables AI assistants to interact with Vikunja task management instances, provi…
B 84 54 94 66 78 90 89
226
jackwrichards
FastlyMCP Claim
Enables AI assistants to interact with Fastly's CDN API through the Model Conte…
B 84 55 96 100 38 81 87
227
samihalawa
An MCP server that enables AI agents to autonomously test, debug, and analyze w…
B 84 55 100 100 N/A 68 95 42
228
meltingpixelsai
zero-core-intel Claim
DrainBrain token safety, CORTEX trading signals, social trends. Zero Core Intel.
B 84 66 78 88 91 53 89 99
229
mrgoonie
Connects AI assistants to external data sources (Google, Bing, etc.) via Search…
B 84 55 82 100 74 82 80
230
Ansvar-Systems
cameroonian-law-mcp Claim 1
Cameroon legislation via MCP -- full-text search across statutes and provisions
B 84 64 92 73 92 46 95 94
231
trycourier
courier-mcp Claim
Build multi-channel notifications into your product, send messages, update list…
B 84 66 84 86 95 60 80 93
232
cyanheads
An MCP server that enables AI agents to perform search-augmented queries and de…
B 84 54 94 75 64 92 91
233
Yezery
Enables the removal of Gemini AI watermarks from generated images in PNG, JPG, …
B 84 55 74 100 N/A 48 95 94
234
livelifelively
Provides real-time access to up-to-date library documentation and code examples…
B 84 55 72 100 63 81 100
235
blake365
volcanoes-mcp Claim 1
B 84 44 94 N/A N/A 39 95 94
236
prodlint
prodlint Claim
Production readiness for vibe-coded apps. 52 checks for security, reliability, …
B 84 54 72 73 N/A 89 92 98
237
gomessoaresemmanuel-cpu
LinkedIn prospection automation — find leads, score (fit+intent+urgency), quali…
B 84 44 82 N/A N/A 53 95 97
238
leap-laboratories
Disco Claim 1
Find novel, statistically validated patterns in tabular data — hypothesis-free.
B 84 66 96 86 88 45 81 98
239
djmoore711
Enables AI assistants to fetch company logos, brand colors, fonts, and corporat…
B 84 55 100 75 53 81 100
240
ericbfriday
Enables LLMs to perform basic mathematical operations (add, subtract, multiply,…
B 84 66 86 100 95 21 81 100
241
mzxrai
mcp-webresearch Claim 2
Search Google and do deep web research on any topic
B 84 54 100 61 N/A 70 87 100
242
airblackbox
air-blackbox-mcp Claim 1
EU AI Act compliance scanner for Python AI agents. 14 tools across 6 articles.
B 84 55 76 82 N/A 65 95 98
243
railwayapp
mcp-server Claim
Official Railway MCP server
B 84 54 90 72 N/A 63 95 97
244
IQAIcom
MCP-Discord Claim
A Discord Model Context Protocol server that enables AI assistants to interact …
B 84 55 96 68 78 80 99
245
kdpa-llc
local-skills-mcp Claim
A universal MCP server that enables any LLM or AI agent to access expert skills…
B 84 54 84 62 N/A 84 95 96
246
Averyy
Enables searching and filtering over 1.5 million electronic components across J…
B 84 55 100 79 57 81 93
247
RightNow-AI
forge-mcp-server Claim
Turn PyTorch into fast CUDA/Triton kernels on real datacenter GPUs with up to 1…
B 84 55 84 82 N/A 70 95 87
248
XWeaponX7
rundida-mcp Claim 1
Running tools for AI agents: 92 calculators, 46 guides, marathon data, pace and…
B 84 44 72 N/A N/A 72 95 97
249
n0zer0d4y
Chronos Protocol Claim 2
Provides time intelligence, persistent memory and complete traceability for AI …
B 84 55 90 100 49 81 87
250
starwind-ui
A TypeScript server that enhances AI assistants' capabilities when working with…
B 84 54 94 62 N/A 81 90 92
Showing 201–250 of 64126 servers
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